Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm
This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transform...
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| Format: | Article |
| Language: | English |
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Iran University of Science and Technology
2015-03-01
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| Series: | Iranian Journal of Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://ijeee.iust.ac.ir/browse.php?a_code=A-10-1251-1&slc_lang=en&sid=1 |
| _version_ | 1819126775271129088 |
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| author | H. Zayyani M. Dehghan |
| author_facet | H. Zayyani M. Dehghan |
| author_sort | H. Zayyani |
| collection | DOAJ |
| description | This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methods |
| first_indexed | 2024-12-22T08:01:23Z |
| format | Article |
| id | doaj.art-c1ff12bd7f434fd3972bbc15ab1c97b0 |
| institution | Directory Open Access Journal |
| issn | 1735-2827 2383-3890 |
| language | English |
| last_indexed | 2024-12-22T08:01:23Z |
| publishDate | 2015-03-01 |
| publisher | Iran University of Science and Technology |
| record_format | Article |
| series | Iranian Journal of Electrical and Electronic Engineering |
| spelling | doaj.art-c1ff12bd7f434fd3972bbc15ab1c97b02022-12-21T18:33:15ZengIran University of Science and TechnologyIranian Journal of Electrical and Electronic Engineering1735-28272383-38902015-03-011117178Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS AlgorithmH. Zayyani0M. Dehghan1 Qom university of technology Qom university of technology This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methodshttp://ijeee.iust.ac.ir/browse.php?a_code=A-10-1251-1&slc_lang=en&sid=1Frequency estimation LMS algorithm adaptive filter power systems |
| spellingShingle | H. Zayyani M. Dehghan Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm Iranian Journal of Electrical and Electronic Engineering Frequency estimation LMS algorithm adaptive filter power systems |
| title | Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm |
| title_full | Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm |
| title_fullStr | Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm |
| title_full_unstemmed | Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm |
| title_short | Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm |
| title_sort | frequency estimation of unbalanced three phase power system using a new lms algorithm |
| topic | Frequency estimation LMS algorithm adaptive filter power systems |
| url | http://ijeee.iust.ac.ir/browse.php?a_code=A-10-1251-1&slc_lang=en&sid=1 |
| work_keys_str_mv | AT hzayyani frequencyestimationofunbalancedthreephasepowersystemusinganewlmsalgorithm AT mdehghan frequencyestimationofunbalancedthreephasepowersystemusinganewlmsalgorithm |